Advances in Data and Information Sciences Proceedings of ICDIS 2021 1st Edition by Shailesh Tiwari, Munesh Trivedi, Mohan Lal Kolhe, KK Mishra, Brajesh Kumar Singh ISBN 9811656894 9789811656897

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Product details:

ISBN 10: 9811656894

ISBN 13: 9789811656897

Author:  Shailesh Tiwari, Munesh C. Trivedi, Mohan Lal Kolhe, K.K. Mishra, Brajesh Kumar Singh 

Advances in Data and Information Sciences: Proceedings of ICDIS 2021 1st Edition: This book gathers a collection of high-quality peer-reviewed research papers presented at the 3rd International Conference on Data and Information Sciences (ICDIS 2021), held at Raja Balwant Singh Engineering Technical Campus, Agra, India, on May 14 – 15, 2021. In chapters written by leading researchers, developers, and practitioner from academia and industry, it covers virtually all aspects of computational sciences and information security, including central topics like artificial intelligence, cloud computing, and big data. Highlighting the latest developments and technical solutions, it will show readers from the computer industry how to capitalize on key advances in next-generation computer and communication technology.

 

Advances in Data and Information Sciences: Proceedings of ICDIS 2021 1st Edition Table of contents:

1. ITSA-KNN: Feature Selection Model Based on Improved Tree-Seed Algorithm and K-Nearest Neighbor for Network Intrusion Detection
2. Study and Design Approach for Generic Medical Equipment Integration with Lis Host
3. In-Depth Analysis of Cryptographic Algorithms for Cloud-Database Security
4. Image Tampering Forgery Detection Using Convolutional Neural Network with Blockchain
5. A Comprehensive Study of AI-Based Steganalysis Techniques on Image and Text Documents
6. A Study of IDS-based Software-defined Networking by Using Machine Learning Concept
7. Insider Threat Detection and Cloud Computing
8. DDNA: A Modified Concept to DNA Cryptography
9. Heart Disease Detection Scheme Using a New Ensemble Classifier
10. Breast Cancer Classification with Random Forest Classifier with Feature Decomposition Using Principal Component Analysis
11. Role of Artificial Intelligence in Combating COVID-19 Pandemic
12. Applications of High Dimensional Neural Networks: A Survey
13. Sentiment Analysis on Different Domains Using Machine Learning Algorithms
14. Early-Stage Detection of Liver Disease Through Machine Learning Algorithms
15. Pharmacognosy with Artificial Intelligence: An Interdisciplinary Approach
16. Prediction of Annual Indian Summer Monsoon Rainfall (ISMR) Using Parametric Deep Learning Model
17. Title-Based Document Classification for Arabic Theses and Dissertations
18. Knowledge Discovery and Data Mining for Intelligent Business Solutions
19. Predicting the Presence of Newt-Amphibian Using Genetic Programming
20. Opinion Mining of Pandemic Using Machine Learning
21. A Comparative Study for Depression Prediction Using Machine Learning Classification Models
22. Heart Disease Prediction Using Core Machine Learning Techniques—A Comparative Study
23. Fault Detection in Hybrid AC/DC Micro-grid by Using DTCWT and KNN-Based Classifier
24. Deep Learning Based Chatbot Framework for Mental Health Therapy
25. An Autonomous Dementia Prediction Method Using Various Machine Learning Models
26. Statistical and Deep Learning Approaches for Literary Genre Classification
27. Multi-class Weather Classification: Comparative Analysis of Machine Learning Algorithms
28. Automated ICD-9 Medical Code Assignment from Given Free Text Using Deep Learning Approach
29. Sentiment Analysis of COVID-19 Tweets by Machine Learning and Deep Learning Classifiers
30. A Comparative Study of Key Themes of Scientific Research Post COVID-19 in the United Arab Emirates and WHO Using Text Mining Approach
31. A Survey on Domain-Specific Summarization Techniques
32. Cost-Effectiveness of Using Tablets for Digital Literacy Training in Tribal Areas of Rajasthan
33. Performing Sentiment Analysis on Twitter Data Using Deep Learning Models: A Comparative Study
34. Comparison of Cox and Tobit Regression for Predicting the Times-Higher-Education Rankings
35. Online E-Commerce Customer Point of View and Sectional Interest Analysis for Custom User Experiences
36. Examining Mental Suffering of People Due to Coronavirus Pandemic Using Artificial Intelligence
37. Exploring Current Trends and Challenges in Hesitation Mining
38. Classification System for Prediction of Chronic Kidney Disease Using Data Mining Techniques
39. Performance Evaluation of an Implicit Aspect Extraction Approach in Arabic Reviews
40. Hate Speech Detection Model Using Bag of Words and Naïve Bayes
41. Service Quality Analysis of Government Sponsored ICDS Scheme Using Data Analytics Tool
42. Predicting Antecedents for Student Engagement for Online Courses Using Network Analysis Approach
43. GPStemmer—A Gurmukhi Punjabi Stemmer
44. An Unsupervised Topic Modeling Approach for Adverse Drug Reaction Extraction and Identification from Natural Language Text
45. A Proposal to Find Fake News and Detecting Political Bias of News Articles
46. The Internet of Things for Healthcare: Benefits, Applications, Challenges, Use Cases and Future Directions
47. Fake News Classification Using Vectorized Semantic and Syntactical Analysis
48. Comparative Analysis of Social Media Hate Detection over Code Mixed Hindi-English Language
49. A Study of Multi-Focus Image Fusion: State-Of-The-Art Techniques
50. A Payload Scrambling Technique for Secure Image Steganography
51. A Hybrid Agglomerative Method for Colour Image Segmentation
52. Video Classification and Safety System
53. Leveraging Transfer Learning for Driver Drowsiness Detection
54. Fundus Image Enhancement Using EAL-CLAHE Technique
55. A Comprehensive Survey on Skipper Butterflies for Lepidopterists and Butterfly Enthusiasts
56. Diabetic Retinopathy Detection Using Image Processing Techniques: A Study
57. A Study on Approaches for Automatic Number Plate Recognition (ANPR) Systems
58. Machine Learning-Based Indoor Scenes Identification Using Thepade’s SBTC and Local Binary Patterns
59. Detection and Grading of Different Vegetable Using Machine Learning
60. Application of DCE-MR Imaging in Classification of Brain Tumors
61. Symbolic Model Checking: A Comprehensive Review for Critical System Design
62. Risk Assessment of Security Vulnerabilities in Smart Home Using CAPEC and Defensive Goals
63. Novel Architecture for Authentication-based Reliable Hardware Security Model
64. Optimizing Performance for Managing Large Number of Files in Distributed Systems

 

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